Mr Dmitry Devetyarov

  1. 2015
  2. Published

    Multiprobabilistic prediction in early medical diagnoses

    Nouretdinov, I., Devetyarov, D., Vovk, V., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Waterfield, M., Cramer, R., Timms, J. F., Jacobs, I. & Gammerman, A., Jun 2015, In : Annals of Mathematics and Artificial Intelligence. 74, 1-2, p. 203-222 20 p.

    Research output: Contribution to journalArticle

  3. 2012
  4. Published

    Conformal predictors in early diagnostics of ovarian and breast cancers

    Devetyarov, D., Nouretdinov, I., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Vovk, V., Waterfield, M., Cramer, R., Timms, J. F., Sinclair, J., Menon, U., Jacobs, I. & Gammerman, A., 2012, In : Progress in Artificial Intelligence. 1, p. 245 - 257 13 p.

    Research output: Contribution to journalArticle

  5. Published

    Multiprobabilistic Venn Predictors with Logistic Regression

    Nouretdinov, I., Devetyarov, D., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Vovk, V., Waterfield, M., Cramer, R., Timms, J. F., Jacobs, I., Menon, U. & Gammerman, A., 2012, Artificial Intelligence Applications and Innovations - AIAI 2012 International Workshops: AIAB, AIeIA, CISE, COPA, IIVC, ISQL, MHDW, and WADTMB, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part II. Iliadis, L., Maglogiannis, I., Papadopoulos, H., Karatzas, K. & Sioutas, S. (eds.). Springer, Vol. 382. (IFIP Advances in Information and Communication Technology).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. 2011
  7. Published

    Early detection of ovarian cancer in samples pre-diagnosis using CA125 and MALDI-MS peaks

    Timms, J. F., Menon, U., Devetyarov, D., Tiss, A., Camuzeaux, S., McCurrie, K., Nouretdinov, I., Burford, B., Smith, C., Gentry-Maharaj, A., Hallett, R., Ford, J., Luo, Z., Vovk, V., Gammerman, A., Cramer, R. & Jacobs, I., Nov 2011, In : Cancer Genomics and Proteomics. 8, 6, p. 289-305

    Research output: Contribution to journalArticle

  8. Unpublished

    Confidence and Venn Machines and Their Applications to Proteomics

    Devetyarov, D., 2011, (Unpublished) 219 p.

    Research output: ThesisDoctoral Thesis

  9. 2010
  10. Published

    Highly accurate detection of ovarian cancer using CA125 but limited improvement with serum MALDI-TOF MS profiling

    Tiss, A., Timms, J. F., Smith, C., Devetyarov, D., Gentry-Maharaj, A., Camuzeaux, S., Burford, B., Nouretdinov, I., Ford, J., Luo, Z., Jacobs, I., Menon, U., Gammerman, A. & Cramer, R., 2010, In : International Journal of Gynecological Cancer. 20, 9, p. 1518-1524

    Research output: Contribution to journalArticle

  11. Published

    Peptides generated ex vivo from serum proteins by tumour-specific exopeptidases are not useful biomarkers in ovarian cancer

    Timms, J. F., Cramer, R., Camuzeaux, S., Tiss, A., Smith, C., Burford, B., Nouretdinov, I., Devetyarov, D., Gentry-Maharaj, A., Ford, J., Luo, Z., Gammerman, A., Menon, U. & Jacobs, I., 2010, In : Clinical Chemistry. 56, p. 262-271

    Research output: Contribution to journalArticle

  12. Published

    Prediction with Confidence Based on a Random Forest Classifier

    Devetyarov, D. & Nouretdinov, I., 2010, Aritificial Intelligence and Innovations: Proceedings od 6th IFIP WG 12.5 International Conference. p. 37-44 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  13. 2009
  14. Published
  15. Published

    Conditional prediction intervals for linear regression

    McCullagh, P., Vovk, V., Nouretdinov, I., Devetyarov, D. & Gammerman, A., 2009, Proceedings of the International Conference on Machine Learning and Applications. p. 131-138 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  16. Published

    Confidence Machine and its application to medical diagnosis

    Devetyarov, D., Nouretdinov, I. & Gammerman, A., 2009, International Conference on Bioinformatics and Computational Biology. p. 448-454 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  17. Published

    Online Prediction of Ovarian Cancer

    Zhdanov, F., Vovk, V., Burford, B., Devetyarov, D., Nouretdinov, I. & Gammerman, A., 2009, Proceedings of the 12th Conference on Artificial Intelligence in Medicine. p. 375-379 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution